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In this post, we explore how Amazon Nova Multimodal Embeddings addresses the challenges of crossmodal search through a practical ecommerce use case. We examine the technical limitations of traditional approaches and demonstrate how Amazon Nova Multimodal Embeddings enables retrieval across text, images, and other …
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Per-aggregate ordering is what we really want. But queues with competing consumers make it surprisingly easy to break. This article shows how the “fix” naturally evolves into a saga. Link to article: https://www.milanjovanovic.tech/blog/solving-message-ordering-from-first-principles
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Quantized models can be seamlessly deployed on Amazon SageMaker AI using a few lines of code. In this post, we explore why quantization matters—how it enables lower-cost inference, supports deployment on resource-constrained hardware, and reduces both the financial and environmental impact of modern LLMs, while …
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For more than a decade, the industry has tried to improve software security by pushing it closer to developers. We moved scanners into CI, added security checks to pull requests, and asked teams to respond faster to an ever-growing stream of vulnerabilities. And yet, the underlying problems have not gone away. The …
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Beekeeper’s automated leaderboard approach and human feedback loop system for dynamic LLM and prompt pair selection addresses the key challenges organizations face in navigating the rapidly evolving landscape of language models. Link to article: …
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This post, developed through a strategic scientific partnership between AWS and the Instituto de Ciência e Tecnologia Itaú (ICTi), P&D hub maintained by Itaú Unibanco, the largest private bank in Latin America, explores the technical aspects of sentiment analysis for both text and audio. We present experiments …
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This post provides a detailed architectural overview of how TrueLook built its AI-powered safety monitoring system using SageMaker AI, highlighting key technical decisions, pipeline design patterns, and MLOps best practices. You will gain valuable insights into designing scalable computer vision solutions on AWS, …
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Last time, we learned how to use Active Accessibility to find the caret, but what if the focus is not on an edit control? In that case, we want to find the focus object. GUITHREA Link to article: https://devblogs.microsoft.com/oldnewthing/20260109-00/?p=111976
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By a devoted advocate for individual choice Introduction: Fire Protection, Reimagined 🚒 In a nation that prizes personal responsibility, it’s time to ask whether a single, taxpayer-funded fire department model still serves us best. A market of competing fire protection providers would let every household choose the …
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In product development, assumptions about how people will use a tool don’t always align with the practical reality. Last spring, during a gathering of our Junie team, we set out to bridge that gap by trying something new. We ran two hands-on user workshops – one online and another in our Belgrade office. For the […] …
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OpenAI and SoftBank Group partner with SB Energy to develop multi-gigawatt AI data center campuses, including a 1.2 GW Texas facility supporting the Stargate initiative. Link to article: https://openai.com/index/stargate-sb-energy-partnership
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OpenAI and Datadog brand graphic with the OpenAI wordmark on the left, the Datadog logo on the right, and a central abstract brown fur-like texture panel on a white background. Link to article: https://openai.com/index/datadog
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This two-part series explores Flo Health's journey with generative AI for medical content verification. Part 1 examines our proof of concept (PoC), including the initial solution, capabilities, and early results. Part 2 covers focusing on scaling challenges and real-world implementation. Each article stands alone while …
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Learn what is new in the Visual Studio Code December 2025 Release (1.108). Read the full article Link to article: https://devblogs.microsoft.com/vscode-blog/december-2025-(version-1.108)
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Liked this blog post? It was originally posted on Tamir Dresher's blog, https://www.tamirdresher.com/, check out more content there! In my Link to article: https://devblogs.microsoft.com/aspire/scaling-ai-agents-with-aspire-isolation
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This post shows an automated PII detection and redaction solution using Amazon Bedrock Data Automation and Amazon Bedrock Guardrails through a use case of processing text and image content in high volumes of incoming emails and attachments. The solution features a complete email processing workflow with a React-based …
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Observe.ai developed the One Load Audit Framework (OLAF), which integrates with SageMaker to identify bottlenecks and performance issues in ML services, offering latency and throughput measurements under both static and dynamic data loads. In this blog post, you will learn how to use the OLAF utility to test and …
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Last time, we learned how to query the global caret position, but we found that it works only for programs that use the system caret. Fancy programs think that the system caret is old and stodgy and prefer t Link to article: https://devblogs.microsoft.com/oldnewthing/20260108-00/?p=111973
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How Netomi scales enterprise AI agents using GPT-4.1 and GPT-5.2—combining concurrency, governance, and multi-step reasoning for reliable production workflows. Link to article: https://openai.com/index/netomi
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OpenAI for Healthcare enables secure, enterprise-grade AI that supports HIPAA compliance—reducing administrative burden and supporting clinical workflows. Link to article: https://openai.com/index/openai-for-healthcare
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